Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 24 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.4 KiB |
| Average record size in memory | 189.5 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 18 |
CochesVendidos_2017 is highly overall correlated with CochesVendidos_2018 and 4 other fields | High correlation |
CochesVendidos_2018 is highly overall correlated with CochesVendidos_2017 and 4 other fields | High correlation |
CochesVendidos_2019 is highly overall correlated with CochesVendidos_2017 and 4 other fields | High correlation |
CochesVendidos_2020 is highly overall correlated with CochesVendidos_2017 and 4 other fields | High correlation |
CochesVendidos_2021 is highly overall correlated with CochesVendidos_2017 and 4 other fields | High correlation |
CochesVendidos_2022 is highly overall correlated with CochesVendidos_2017 and 4 other fields | High correlation |
Diesel_2017 is highly overall correlated with Diesel_2018 and 10 other fields | High correlation |
Diesel_2018 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Diesel_2019 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Diesel_2020 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Diesel_2021 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Diesel_2022 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2017 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2018 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2019 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2020 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2021 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Gasolina_2022 is highly overall correlated with Diesel_2017 and 10 other fields | High correlation |
Country has unique values | Unique |
CochesVendidos_2017 has unique values | Unique |
CochesVendidos_2018 has unique values | Unique |
CochesVendidos_2019 has unique values | Unique |
CochesVendidos_2020 has unique values | Unique |
CochesVendidos_2021 has unique values | Unique |
CochesVendidos_2022 has unique values | Unique |
Diesel_2017 has unique values | Unique |
Gasolina_2019 has unique values | Unique |
Gasolina_2020 has unique values | Unique |
Diesel_2020 has unique values | Unique |
Gasolina_2021 has unique values | Unique |
Diesel_2021 has unique values | Unique |
Gasolina_2022 has unique values | Unique |
Diesel_2022 has unique values | Unique |
Reproduction
| Analysis started | 2023-11-24 18:52:58.880005 |
|---|---|
| Analysis finished | 2023-11-24 18:53:35.056234 |
| Duration | 36.18 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
Country
Text
UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 KiB |
Length
| Max length | 14 |
|---|---|
| Median length | 11 |
| Mean length | 7.0416667 |
| Min length | 2 |
Characters and Unicode
| Total characters | 169 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Austria |
|---|---|
| 2nd row | Bulgaria |
| 3rd row | Croatia |
| 4th row | Czech Republic |
| 5th row | Denmark |
| Value | Count | Frequency (%) |
| austria | 1 | 4.0% |
| ireland | 1 | 4.0% |
| croatia | 1 | 4.0% |
| republic | 1 | 4.0% |
| czech | 1 | 4.0% |
| denmark | 1 | 4.0% |
| estonia | 1 | 4.0% |
| finland | 1 | 4.0% |
| france | 1 | 4.0% |
| germany | 1 | 4.0% |
| Other values (15) | 15 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 22 | 13.0% |
| e | 15 | 8.9% |
| n | 14 | 8.3% |
| r | 12 | 7.1% |
| i | 10 | 5.9% |
| l | 10 | 5.9% |
| o | 8 | 4.7% |
| u | 7 | 4.1% |
| t | 6 | 3.6% |
| S | 5 | 3.0% |
| Other values (30) | 60 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 140 | |
| Uppercase Letter | 28 | 16.6% |
| Space Separator | 1 | 0.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 22 | |
| e | 15 | |
| n | 14 | |
| r | 12 | 8.6% |
| i | 10 | 7.1% |
| l | 10 | 7.1% |
| o | 8 | 5.7% |
| u | 7 | 5.0% |
| t | 6 | 4.3% |
| d | 5 | 3.6% |
| Other values (13) | 31 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5 | |
| G | 2 | 7.1% |
| F | 2 | 7.1% |
| C | 2 | 7.1% |
| I | 2 | 7.1% |
| A | 2 | 7.1% |
| P | 2 | 7.1% |
| R | 2 | 7.1% |
| U | 2 | 7.1% |
| N | 1 | 3.6% |
| Other values (6) | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 168 | |
| Common | 1 | 0.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 22 | 13.1% |
| e | 15 | 8.9% |
| n | 14 | 8.3% |
| r | 12 | 7.1% |
| i | 10 | 6.0% |
| l | 10 | 6.0% |
| o | 8 | 4.8% |
| u | 7 | 4.2% |
| t | 6 | 3.6% |
| S | 5 | 3.0% |
| Other values (29) | 59 |
Common
| Value | Count | Frequency (%) |
| 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 169 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 22 | 13.0% |
| e | 15 | 8.9% |
| n | 14 | 8.3% |
| r | 12 | 7.1% |
| i | 10 | 5.9% |
| l | 10 | 5.9% |
| o | 8 | 4.7% |
| u | 7 | 4.1% |
| t | 6 | 3.6% |
| S | 5 | 3.0% |
| Other values (30) | 60 |
CochesVendidos_2017
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1307439.6 |
| Minimum | 24223 |
|---|---|
| Maximum | 16188680 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 24223 |
|---|---|
| 5-th percentile | 27748.5 |
| Q1 | 98353.5 |
| median | 247561.5 |
| Q3 | 697820.5 |
| 95-th percentile | 3301350.1 |
| Maximum | 16188680 |
| Range | 16164457 |
| Interquartile range (IQR) | 599467 |
Descriptive statistics
| Standard deviation | 3313933.8 |
|---|---|
| Coefficient of variation (CV) | 2.5346744 |
| Kurtosis | 19.550729 |
| Mean | 1307439.6 |
| Median Absolute Deviation (MAD) | 167186 |
| Skewness | 4.277722 |
| Sum | 31378551 |
| Variance | 1.0982157 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 379184 | 1 | 4.2% |
| 24223 | 1 | 4.2% |
| 2630610 | 1 | 4.2% |
| 346951 | 1 | 4.2% |
| 1372519 | 1 | 4.2% |
| 70304 | 1 | 4.2% |
| 100989 | 1 | 4.2% |
| 146278 | 1 | 4.2% |
| 243360 | 1 | 4.2% |
| 472921 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 24223 | 1 | |
| 24834 | 1 | |
| 44264 | 1 | |
| 50495 | 1 | |
| 70304 | 1 | |
| 90447 | 1 | |
| 100989 | 1 | |
| 101057 | 1 | |
| 122464 | 1 | |
| 146278 | 1 |
| Value | Count | Frequency (%) |
| 16188680 | 1 | |
| 3419716 | 1 | |
| 2630610 | 1 | |
| 2439778 | 1 | |
| 2037877 | 1 | |
| 1372519 | 1 | |
| 472921 | 1 | |
| 386442 | 1 | |
| 379184 | 1 | |
| 346951 | 1 |
CochesVendidos_2018
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1314205.3 |
| Minimum | 25581 |
|---|---|
| Maximum | 16263975 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 25581 |
|---|---|
| 5-th percentile | 33549.2 |
| Q1 | 105340.75 |
| median | 247962 |
| Q3 | 755837 |
| 95-th percentile | 3291973.9 |
| Maximum | 16263975 |
| Range | 16238394 |
| Interquartile range (IQR) | 650496.25 |
Descriptive statistics
| Standard deviation | 3324973.9 |
|---|---|
| Coefficient of variation (CV) | 2.5300262 |
| Kurtosis | 19.666754 |
| Mean | 1314205.3 |
| Median Absolute Deviation (MAD) | 168995 |
| Skewness | 4.2935168 |
| Sum | 31540927 |
| Variance | 1.1055451 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 370315 | 1 | 4.2% |
| 30218 | 1 | 4.2% |
| 2458022 | 1 | 4.2% |
| 329629 | 1 | 4.2% |
| 1478681 | 1 | 4.2% |
| 72013 | 1 | 4.2% |
| 104407 | 1 | 4.2% |
| 175992 | 1 | 4.2% |
| 251235 | 1 | 4.2% |
| 514889 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 25581 | 1 | |
| 30218 | 1 | |
| 52426 | 1 | |
| 58557 | 1 | |
| 72013 | 1 | |
| 104407 | 1 | |
| 105652 | 1 | |
| 125618 | 1 | |
| 131594 | 1 | |
| 146742 | 1 |
| Value | Count | Frequency (%) |
| 16263975 | 1 | |
| 3428367 | 1 | |
| 2519080 | 1 | |
| 2458022 | 1 | |
| 1971108 | 1 | |
| 1478681 | 1 | |
| 514889 | 1 | |
| 410003 | 1 | |
| 370315 | 1 | |
| 329629 | 1 |
CochesVendidos_2019
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1307860.1 |
| Minimum | 26839 |
|---|---|
| Maximum | 15956729 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 26839 |
|---|---|
| 5-th percentile | 35015.5 |
| Q1 | 114207 |
| median | 247380 |
| Q3 | 757287.75 |
| 95-th percentile | 3440316.1 |
| Maximum | 15956729 |
| Range | 15929890 |
| Interquartile range (IQR) | 643080.75 |
Descriptive statistics
| Standard deviation | 3269060.7 |
|---|---|
| Coefficient of variation (CV) | 2.4995493 |
| Kurtosis | 19.362491 |
| Mean | 1307860.1 |
| Median Absolute Deviation (MAD) | 171943 |
| Skewness | 4.2535446 |
| Sum | 31388642 |
| Variance | 1.0686758 × 1013 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 358175 | 1 | 4.2% |
| 31726 | 1 | 4.2% |
| 2410472 | 1 | 4.2% |
| 337615 | 1 | 4.2% |
| 1415709 | 1 | 4.2% |
| 71850 | 1 | 4.2% |
| 106875 | 1 | 4.2% |
| 190399 | 1 | 4.2% |
| 245511 | 1 | 4.2% |
| 537814 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 26839 | 1 | |
| 31726 | 1 | |
| 53656 | 1 | |
| 61707 | 1 | |
| 71850 | 1 | |
| 106875 | 1 | |
| 116651 | 1 | |
| 117691 | 1 | |
| 138432 | 1 | |
| 152748 | 1 |
| Value | Count | Frequency (%) |
| 15956729 | 1 | |
| 3593854 | 1 | |
| 2570268 | 1 | |
| 2410472 | 1 | |
| 1966372 | 1 | |
| 1415709 | 1 | |
| 537814 | 1 | |
| 415736 | 1 | |
| 358175 | 1 | |
| 337615 | 1 |
CochesVendidos_2020
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1054119.3 |
| Minimum | 18697 |
|---|---|
| Maximum | 13602914 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 18697 |
|---|---|
| 5-th percentile | 23706.55 |
| Q1 | 82941.5 |
| median | 187524 |
| Q3 | 551207 |
| 95-th percentile | 2781721.1 |
| Maximum | 13602914 |
| Range | 13584217 |
| Interquartile range (IQR) | 468265.5 |
Descriptive statistics
| Standard deviation | 2777113.5 |
|---|---|
| Coefficient of variation (CV) | 2.6345343 |
| Kurtosis | 20.130356 |
| Mean | 1054119.3 |
| Median Absolute Deviation (MAD) | 134865 |
| Skewness | 4.3621857 |
| Sum | 25298864 |
| Variance | 7.7123596 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 274619 | 1 | 4.2% |
| 21667 | 1 | 4.2% |
| 1714894 | 1 | 4.2% |
| 262611 | 1 | 4.2% |
| 966878 | 1 | 4.2% |
| 52553 | 1 | 4.2% |
| 80381 | 1 | 4.2% |
| 138697 | 1 | 4.2% |
| 163364 | 1 | 4.2% |
| 412650 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 18697 | 1 | |
| 21667 | 1 | |
| 35264 | 1 | |
| 45323 | 1 | |
| 52553 | 1 | |
| 80381 | 1 | |
| 83795 | 1 | |
| 99389 | 1 | |
| 106617 | 1 | |
| 123810 | 1 |
| Value | Count | Frequency (%) |
| 13602914 | 1 | |
| 2926093 | 1 | |
| 1963614 | 1 | |
| 1714894 | 1 | |
| 1450789 | 1 | |
| 966878 | 1 | |
| 412650 | 1 | |
| 322283 | 1 | |
| 274619 | 1 | |
| 262611 | 1 |
CochesVendidos_2021
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1071395.5 |
| Minimum | 21860 |
|---|---|
| Maximum | 14101851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 21860 |
|---|---|
| 5-th percentile | 26673.05 |
| Q1 | 95607 |
| median | 184766.5 |
| Q3 | 564269.25 |
| 95-th percentile | 2531012.8 |
| Maximum | 14101851 |
| Range | 14079991 |
| Interquartile range (IQR) | 468662.25 |
Descriptive statistics
| Standard deviation | 2868339.5 |
|---|---|
| Coefficient of variation (CV) | 2.6771995 |
| Kurtosis | 20.631301 |
| Mean | 1071395.5 |
| Median Absolute Deviation (MAD) | 117971 |
| Skewness | 4.4274714 |
| Sum | 25713492 |
| Variance | 8.2273717 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 286070 | 1 | 4.2% |
| 23612 | 1 | 4.2% |
| 1776985 | 1 | 4.2% |
| 274811 | 1 | 4.2% |
| 967323 | 1 | 4.2% |
| 52978 | 1 | 4.2% |
| 81309 | 1 | 4.2% |
| 134775 | 1 | 4.2% |
| 165172 | 1 | 4.2% |
| 429918 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 21860 | 1 | |
| 23612 | 1 | |
| 44019 | 1 | |
| 44954 | 1 | |
| 52978 | 1 | |
| 81309 | 1 | |
| 100373 | 1 | |
| 106380 | 1 | |
| 117667 | 1 | |
| 129050 | 1 |
| Value | Count | Frequency (%) |
| 14101851 | 1 | |
| 2627208 | 1 | |
| 1985907 | 1 | |
| 1776985 | 1 | |
| 1533662 | 1 | |
| 967323 | 1 | |
| 429918 | 1 | |
| 288920 | 1 | |
| 286070 | 1 | |
| 274811 | 1 |
CochesVendidos_2022
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 990352.04 |
| Minimum | 23359 |
|---|---|
| Maximum | 12947827 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 228.0 B |
Quantile statistics
| Minimum | 23359 |
|---|---|
| 5-th percentile | 29777.1 |
| Q1 | 83496.5 |
| median | 166385 |
| Q3 | 521246.25 |
| 95-th percentile | 2492225.9 |
| Maximum | 12947827 |
| Range | 12924468 |
| Interquartile range (IQR) | 437749.75 |
Descriptive statistics
| Standard deviation | 2637969.5 |
|---|---|
| Coefficient of variation (CV) | 2.6636685 |
| Kurtosis | 20.423142 |
| Mean | 990352.04 |
| Median Absolute Deviation (MAD) | 116861 |
| Skewness | 4.4010524 |
| Sum | 23768449 |
| Variance | 6.9588831 × 1012 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 226794 | 1 | 4.2% |
| 27717 | 1 | 4.2% |
| 1673864 | 1 | 4.2% |
| 255811 | 1 | 4.2% |
| 883701 | 1 | 4.2% |
| 45371 | 1 | 4.2% |
| 83522 | 1 | 4.2% |
| 139067 | 1 | 4.2% |
| 169705 | 1 | 4.2% |
| 400428 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 23359 | 1 | |
| 27717 | 1 | |
| 41451 | 1 | |
| 42369 | 1 | |
| 45371 | 1 | |
| 83420 | 1 | |
| 83522 | 1 | |
| 106857 | 1 | |
| 108567 | 1 | |
| 124178 | 1 |
| Value | Count | Frequency (%) |
| 12947827 | 1 | |
| 2618944 | 1 | |
| 1774157 | 1 | |
| 1673864 | 1 | |
| 1352822 | 1 | |
| 883701 | 1 | |
| 400428 | 1 | |
| 279093 | 1 | |
| 255811 | 1 | |
| 226794 | 1 |
Gasolina_2017
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2922083 |
| Minimum | 0.551 |
|---|---|
| Maximum | 1.565 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.551 |
|---|---|
| 5-th percentile | 1.0529 |
| Q1 | 1.183 |
| median | 1.296 |
| Q3 | 1.447 |
| 95-th percentile | 1.54675 |
| Maximum | 1.565 |
| Range | 1.014 |
| Interquartile range (IQR) | 0.264 |
Descriptive statistics
| Standard deviation | 0.22201566 |
|---|---|
| Coefficient of variation (CV) | 0.17181104 |
| Kurtosis | 4.207425 |
| Mean | 1.2922083 |
| Median Absolute Deviation (MAD) | 0.142 |
| Skewness | -1.5401341 |
| Sum | 31.013 |
| Variance | 0.049290955 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 1.534 | 2 | 8.3% |
| 1.194 | 1 | 4.2% |
| 1.18 | 1 | 4.2% |
| 1.465 | 1 | 4.2% |
| 1.441 | 1 | 4.2% |
| 1.235 | 1 | 4.2% |
| 1.289 | 1 | 4.2% |
| 1.303 | 1 | 4.2% |
| 1.117 | 1 | 4.2% |
| 1.482 | 1 | 4.2% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 0.551 | 1 | |
| 1.043 | 1 | |
| 1.109 | 1 | |
| 1.117 | 1 | |
| 1.138 | 1 | |
| 1.18 | 1 | |
| 1.184 | 1 | |
| 1.194 | 1 | |
| 1.235 | 1 | |
| 1.237 | 1 |
| Value | Count | Frequency (%) |
| 1.565 | 1 | |
| 1.549 | 1 | |
| 1.534 | 2 | |
| 1.482 | 1 | |
| 1.465 | 1 | |
| 1.441 | 1 | |
| 1.435 | 1 | |
| 1.403 | 1 | |
| 1.399 | 1 | |
| 1.355 | 1 |
Diesel_2017
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.210125 |
| Minimum | 0.647 |
|---|---|
| Maximum | 1.543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.647 |
|---|---|
| 5-th percentile | 1.03535 |
| Q1 | 1.14475 |
| median | 1.2215 |
| Q3 | 1.29525 |
| 95-th percentile | 1.43785 |
| Maximum | 1.543 |
| Range | 0.896 |
| Interquartile range (IQR) | 0.1505 |
Descriptive statistics
| Standard deviation | 0.17130251 |
|---|---|
| Coefficient of variation (CV) | 0.1415577 |
| Kurtosis | 4.4445587 |
| Mean | 1.210125 |
| Median Absolute Deviation (MAD) | 0.0765 |
| Skewness | -1.2177317 |
| Sum | 29.043 |
| Variance | 0.029344549 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.146 | 1 | 4.2% |
| 1.034 | 1 | 4.2% |
| 1.543 | 1 | 4.2% |
| 1.441 | 1 | 4.2% |
| 1.138 | 1 | 4.2% |
| 1.236 | 1 | 4.2% |
| 1.16 | 1 | 4.2% |
| 1.141 | 1 | 4.2% |
| 1.281 | 1 | 4.2% |
| 1.081 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.647 | 1 | |
| 1.034 | 1 | |
| 1.043 | 1 | |
| 1.081 | 1 | |
| 1.138 | 1 | |
| 1.141 | 1 | |
| 1.146 | 1 | |
| 1.155 | 1 | |
| 1.16 | 1 | |
| 1.178 | 1 |
| Value | Count | Frequency (%) |
| 1.543 | 1 | |
| 1.441 | 1 | |
| 1.42 | 1 | |
| 1.328 | 1 | |
| 1.303 | 1 | |
| 1.299 | 1 | |
| 1.294 | 1 | |
| 1.281 | 1 | |
| 1.279 | 1 | |
| 1.272 | 1 |
Gasolina_2018
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2787917 |
| Minimum | 0.523 |
|---|---|
| Maximum | 1.52 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.523 |
|---|---|
| 5-th percentile | 1.0142 |
| Q1 | 1.19325 |
| median | 1.259 |
| Q3 | 1.43275 |
| 95-th percentile | 1.5151 |
| Maximum | 1.52 |
| Range | 0.997 |
| Interquartile range (IQR) | 0.2395 |
Descriptive statistics
| Standard deviation | 0.22483946 |
|---|---|
| Coefficient of variation (CV) | 0.1758218 |
| Kurtosis | 4.3458364 |
| Mean | 1.2787917 |
| Median Absolute Deviation (MAD) | 0.1675 |
| Skewness | -1.6528898 |
| Sum | 30.691 |
| Variance | 0.050552781 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 1.212 | 2 | 8.3% |
| 1.432 | 2 | 8.3% |
| 1.52 | 1 | 4.2% |
| 1.41 | 1 | 4.2% |
| 1.228 | 1 | 4.2% |
| 1.257 | 1 | 4.2% |
| 1.09 | 1 | 4.2% |
| 1.435 | 1 | 4.2% |
| 1.128 | 1 | 4.2% |
| 1.516 | 1 | 4.2% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 0.523 | 1 | |
| 1.001 | 1 | |
| 1.089 | 1 | |
| 1.09 | 1 | |
| 1.128 | 1 | |
| 1.137 | 1 | |
| 1.212 | 2 | |
| 1.228 | 1 | |
| 1.23 | 1 | |
| 1.257 | 1 |
| Value | Count | Frequency (%) |
| 1.52 | 1 | |
| 1.516 | 1 | |
| 1.51 | 1 | |
| 1.503 | 1 | |
| 1.484 | 1 | |
| 1.435 | 1 | |
| 1.432 | 2 | |
| 1.425 | 1 | |
| 1.41 | 1 | |
| 1.399 | 1 |
Diesel_2018
Real number (ℝ)
HIGH CORRELATION
| Distinct | 22 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.268125 |
| Minimum | 0.703 |
|---|---|
| Maximum | 1.492 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.703 |
|---|---|
| 5-th percentile | 1.08505 |
| Q1 | 1.20525 |
| median | 1.288 |
| Q3 | 1.3455 |
| 95-th percentile | 1.486 |
| Maximum | 1.492 |
| Range | 0.789 |
| Interquartile range (IQR) | 0.14025 |
Descriptive statistics
| Standard deviation | 0.1671038 |
|---|---|
| Coefficient of variation (CV) | 0.13177234 |
| Kurtosis | 4.7498917 |
| Mean | 1.268125 |
| Median Absolute Deviation (MAD) | 0.079 |
| Skewness | -1.5480975 |
| Sum | 30.435 |
| Variance | 0.027923679 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 1.31 | 2 | 8.3% |
| 1.299 | 2 | 8.3% |
| 1.219 | 1 | 4.2% |
| 1.461 | 1 | 4.2% |
| 1.489 | 1 | 4.2% |
| 1.492 | 1 | 4.2% |
| 1.164 | 1 | 4.2% |
| 1.266 | 1 | 4.2% |
| 1.22 | 1 | 4.2% |
| 1.175 | 1 | 4.2% |
| Other values (12) | 12 |
| Value | Count | Frequency (%) |
| 0.703 | 1 | |
| 1.084 | 1 | |
| 1.091 | 1 | |
| 1.164 | 1 | |
| 1.175 | 1 | |
| 1.191 | 1 | |
| 1.21 | 1 | |
| 1.219 | 1 | |
| 1.22 | 1 | |
| 1.257 | 1 |
| Value | Count | Frequency (%) |
| 1.492 | 1 | |
| 1.489 | 1 | |
| 1.469 | 1 | |
| 1.461 | 1 | |
| 1.425 | 1 | |
| 1.368 | 1 | |
| 1.338 | 1 | |
| 1.318 | 1 | |
| 1.31 | 2 | |
| 1.299 | 2 |
Gasolina_2019
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.341125 |
| Minimum | 0.607 |
|---|---|
| Maximum | 1.667 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.607 |
|---|---|
| 5-th percentile | 1.11185 |
| Q1 | 1.22425 |
| median | 1.354 |
| Q3 | 1.49775 |
| 95-th percentile | 1.6233 |
| Maximum | 1.667 |
| Range | 1.06 |
| Interquartile range (IQR) | 0.2735 |
Descriptive statistics
| Standard deviation | 0.22546499 |
|---|---|
| Coefficient of variation (CV) | 0.16811631 |
| Kurtosis | 3.6904486 |
| Mean | 1.341125 |
| Median Absolute Deviation (MAD) | 0.1385 |
| Skewness | -1.3459168 |
| Sum | 32.187 |
| Variance | 0.050834462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.228 | 1 | 4.2% |
| 1.106 | 1 | 4.2% |
| 1.367 | 1 | 4.2% |
| 1.49 | 1 | 4.2% |
| 1.303 | 1 | 4.2% |
| 1.302 | 1 | 4.2% |
| 1.324 | 1 | 4.2% |
| 1.145 | 1 | 4.2% |
| 1.481 | 1 | 4.2% |
| 1.157 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.607 | 1 | |
| 1.106 | 1 | |
| 1.145 | 1 | |
| 1.157 | 1 | |
| 1.167 | 1 | |
| 1.213 | 1 | |
| 1.228 | 1 | |
| 1.244 | 1 | |
| 1.302 | 1 | |
| 1.303 | 1 |
| Value | Count | Frequency (%) |
| 1.667 | 1 | |
| 1.629 | 1 | |
| 1.591 | 1 | |
| 1.578 | 1 | |
| 1.532 | 1 | |
| 1.521 | 1 | |
| 1.49 | 1 | |
| 1.481 | 1 | |
| 1.431 | 1 | |
| 1.392 | 1 |
Diesel_2019
Real number (ℝ)
HIGH CORRELATION
| Distinct | 23 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2849167 |
| Minimum | 0.725 |
|---|---|
| Maximum | 1.543 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.725 |
|---|---|
| 5-th percentile | 1.111 |
| Q1 | 1.2155 |
| median | 1.2925 |
| Q3 | 1.39 |
| 95-th percentile | 1.4713 |
| Maximum | 1.543 |
| Range | 0.818 |
| Interquartile range (IQR) | 0.1745 |
Descriptive statistics
| Standard deviation | 0.16652821 |
|---|---|
| Coefficient of variation (CV) | 0.12960234 |
| Kurtosis | 4.5093734 |
| Mean | 1.2849167 |
| Median Absolute Deviation (MAD) | 0.095 |
| Skewness | -1.5431664 |
| Sum | 30.838 |
| Variance | 0.027731645 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 1.111 | 2 | 8.3% |
| 1.199 | 1 | 4.2% |
| 1.474 | 1 | 4.2% |
| 1.41 | 1 | 4.2% |
| 1.543 | 1 | 4.2% |
| 1.221 | 1 | 4.2% |
| 1.246 | 1 | 4.2% |
| 1.232 | 1 | 4.2% |
| 1.18 | 1 | 4.2% |
| 1.369 | 1 | 4.2% |
| Other values (13) | 13 |
| Value | Count | Frequency (%) |
| 0.725 | 1 | |
| 1.111 | 2 | |
| 1.18 | 1 | |
| 1.189 | 1 | |
| 1.199 | 1 | |
| 1.221 | 1 | |
| 1.232 | 1 | |
| 1.234 | 1 | |
| 1.24 | 1 | |
| 1.246 | 1 |
| Value | Count | Frequency (%) |
| 1.543 | 1 | |
| 1.474 | 1 | |
| 1.456 | 1 | |
| 1.432 | 1 | |
| 1.41 | 1 | |
| 1.393 | 1 | |
| 1.389 | 1 | |
| 1.384 | 1 | |
| 1.383 | 1 | |
| 1.369 | 1 |
Gasolina_2020
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.2001667 |
| Minimum | 0.485 |
|---|---|
| Maximum | 1.561 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.485 |
|---|---|
| 5-th percentile | 0.9087 |
| Q1 | 1.0545 |
| median | 1.2295 |
| Q3 | 1.39225 |
| 95-th percentile | 1.4541 |
| Maximum | 1.561 |
| Range | 1.076 |
| Interquartile range (IQR) | 0.33775 |
Descriptive statistics
| Standard deviation | 0.23813965 |
|---|---|
| Coefficient of variation (CV) | 0.19842215 |
| Kurtosis | 2.0235147 |
| Mean | 1.2001667 |
| Median Absolute Deviation (MAD) | 0.17 |
| Skewness | -1.084322 |
| Sum | 28.804 |
| Variance | 0.056710493 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.072 | 1 | 4.2% |
| 0.897 | 1 | 4.2% |
| 1.36 | 1 | 4.2% |
| 1.388 | 1 | 4.2% |
| 1.185 | 1 | 4.2% |
| 1.003 | 1 | 4.2% |
| 1.194 | 1 | 4.2% |
| 0.975 | 1 | 4.2% |
| 1.405 | 1 | 4.2% |
| 1.01 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.485 | 1 | |
| 0.897 | 1 | |
| 0.975 | 1 | |
| 1.003 | 1 | |
| 1.01 | 1 | |
| 1.023 | 1 | |
| 1.065 | 1 | |
| 1.071 | 1 | |
| 1.072 | 1 | |
| 1.185 | 1 |
| Value | Count | Frequency (%) |
| 1.561 | 1 | |
| 1.458 | 1 | |
| 1.432 | 1 | |
| 1.428 | 1 | |
| 1.419 | 1 | |
| 1.405 | 1 | |
| 1.388 | 1 | |
| 1.36 | 1 | |
| 1.358 | 1 | |
| 1.281 | 1 |
Diesel_2020
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1200417 |
| Minimum | 0.57 |
|---|---|
| Maximum | 1.405 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.57 |
|---|---|
| 5-th percentile | 0.9036 |
| Q1 | 1.04825 |
| median | 1.0925 |
| Q3 | 1.2475 |
| 95-th percentile | 1.389 |
| Maximum | 1.405 |
| Range | 0.835 |
| Interquartile range (IQR) | 0.19925 |
Descriptive statistics
| Standard deviation | 0.179528 |
|---|---|
| Coefficient of variation (CV) | 0.16028689 |
| Kurtosis | 2.646355 |
| Mean | 1.1200417 |
| Median Absolute Deviation (MAD) | 0.1045 |
| Skewness | -0.98657873 |
| Sum | 26.881 |
| Variance | 0.032230303 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.043 | 1 | 4.2% |
| 0.891 | 1 | 4.2% |
| 1.404 | 1 | 4.2% |
| 1.405 | 1 | 4.2% |
| 1.069 | 1 | 4.2% |
| 1.067 | 1 | 4.2% |
| 1.062 | 1 | 4.2% |
| 0.977 | 1 | 4.2% |
| 1.262 | 1 | 4.2% |
| 1.004 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.57 | 1 | |
| 0.891 | 1 | |
| 0.975 | 1 | |
| 0.977 | 1 | |
| 1.004 | 1 | |
| 1.043 | 1 | |
| 1.05 | 1 | |
| 1.051 | 1 | |
| 1.062 | 1 | |
| 1.067 | 1 |
| Value | Count | Frequency (%) |
| 1.405 | 1 | |
| 1.404 | 1 | |
| 1.304 | 1 | |
| 1.296 | 1 | |
| 1.262 | 1 | |
| 1.261 | 1 | |
| 1.243 | 1 | |
| 1.235 | 1 | |
| 1.186 | 1 | |
| 1.181 | 1 |
Gasolina_2021
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.4943333 |
| Minimum | 0.765 |
|---|---|
| Maximum | 1.963 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.765 |
|---|---|
| 5-th percentile | 1.19675 |
| Q1 | 1.333 |
| median | 1.481 |
| Q3 | 1.678 |
| 95-th percentile | 1.7895 |
| Maximum | 1.963 |
| Range | 1.198 |
| Interquartile range (IQR) | 0.345 |
Descriptive statistics
| Standard deviation | 0.25769103 |
|---|---|
| Coefficient of variation (CV) | 0.17244548 |
| Kurtosis | 1.4001473 |
| Mean | 1.4943333 |
| Median Absolute Deviation (MAD) | 0.1885 |
| Skewness | -0.75488692 |
| Sum | 35.864 |
| Variance | 0.066404667 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.398 | 1 | 4.2% |
| 1.193 | 1 | 4.2% |
| 1.346 | 1 | 4.2% |
| 1.671 | 1 | 4.2% |
| 1.476 | 1 | 4.2% |
| 1.286 | 1 | 4.2% |
| 1.465 | 1 | 4.2% |
| 1.218 | 1 | 4.2% |
| 1.664 | 1 | 4.2% |
| 1.242 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.765 | 1 | |
| 1.193 | 1 | |
| 1.218 | 1 | |
| 1.242 | 1 | |
| 1.286 | 1 | |
| 1.294 | 1 | |
| 1.346 | 1 | |
| 1.398 | 1 | |
| 1.435 | 1 | |
| 1.44 | 1 |
| Value | Count | Frequency (%) |
| 1.963 | 1 | |
| 1.794 | 1 | |
| 1.764 | 1 | |
| 1.737 | 1 | |
| 1.722 | 1 | |
| 1.699 | 1 | |
| 1.671 | 1 | |
| 1.664 | 1 | |
| 1.659 | 1 | |
| 1.635 | 1 |
Diesel_2021
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.422875 |
| Minimum | 0.844 |
|---|---|
| Maximum | 1.829 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.844 |
|---|---|
| 5-th percentile | 1.21515 |
| Q1 | 1.33675 |
| median | 1.4295 |
| Q3 | 1.533 |
| 95-th percentile | 1.64305 |
| Maximum | 1.829 |
| Range | 0.985 |
| Interquartile range (IQR) | 0.19625 |
Descriptive statistics
| Standard deviation | 0.19205396 |
|---|---|
| Coefficient of variation (CV) | 0.13497599 |
| Kurtosis | 2.804012 |
| Mean | 1.422875 |
| Median Absolute Deviation (MAD) | 0.0995 |
| Skewness | -0.8239608 |
| Sum | 34.149 |
| Variance | 0.036884723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.389 | 1 | 4.2% |
| 1.216 | 1 | 4.2% |
| 1.46 | 1 | 4.2% |
| 1.829 | 1 | 4.2% |
| 1.344 | 1 | 4.2% |
| 1.398 | 1 | 4.2% |
| 1.369 | 1 | 4.2% |
| 1.215 | 1 | 4.2% |
| 1.503 | 1 | 4.2% |
| 1.25 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.844 | 1 | |
| 1.215 | 1 | |
| 1.216 | 1 | |
| 1.25 | 1 | |
| 1.288 | 1 | |
| 1.333 | 1 | |
| 1.338 | 1 | |
| 1.344 | 1 | |
| 1.369 | 1 | |
| 1.389 | 1 |
| Value | Count | Frequency (%) |
| 1.829 | 1 | |
| 1.651 | 1 | |
| 1.598 | 1 | |
| 1.597 | 1 | |
| 1.587 | 1 | |
| 1.536 | 1 | |
| 1.532 | 1 | |
| 1.518 | 1 | |
| 1.503 | 1 | |
| 1.478 | 1 |
Gasolina_2022
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5339583 |
| Minimum | 0.769 |
|---|---|
| Maximum | 1.851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 0.769 |
|---|---|
| 5-th percentile | 1.28835 |
| Q1 | 1.44275 |
| median | 1.566 |
| Q3 | 1.699 |
| 95-th percentile | 1.82655 |
| Maximum | 1.851 |
| Range | 1.082 |
| Interquartile range (IQR) | 0.25625 |
Descriptive statistics
| Standard deviation | 0.23536253 |
|---|---|
| Coefficient of variation (CV) | 0.15343476 |
| Kurtosis | 3.641125 |
| Mean | 1.5339583 |
| Median Absolute Deviation (MAD) | 0.137 |
| Skewness | -1.3917357 |
| Sum | 36.815 |
| Variance | 0.05539552 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.454 | 1 | 4.2% |
| 1.287 | 1 | 4.2% |
| 1.49 | 1 | 4.2% |
| 1.695 | 1 | 4.2% |
| 1.565 | 1 | 4.2% |
| 1.318 | 1 | 4.2% |
| 1.487 | 1 | 4.2% |
| 1.296 | 1 | 4.2% |
| 1.6 | 1 | 4.2% |
| 1.409 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 0.769 | 1 | |
| 1.287 | 1 | |
| 1.296 | 1 | |
| 1.318 | 1 | |
| 1.331 | 1 | |
| 1.409 | 1 | |
| 1.454 | 1 | |
| 1.485 | 1 | |
| 1.487 | 1 | |
| 1.49 | 1 |
| Value | Count | Frequency (%) |
| 1.851 | 1 | |
| 1.827 | 1 | |
| 1.824 | 1 | |
| 1.757 | 1 | |
| 1.747 | 1 | |
| 1.711 | 1 | |
| 1.695 | 1 | |
| 1.655 | 1 | |
| 1.625 | 1 | |
| 1.6 | 1 |
Diesel_2022
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 24 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6711667 |
| Minimum | 1.128 |
|---|---|
| Maximum | 2.118 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 324.0 B |
Quantile statistics
| Minimum | 1.128 |
|---|---|
| 5-th percentile | 1.5262 |
| Q1 | 1.58625 |
| median | 1.6535 |
| Q3 | 1.76 |
| 95-th percentile | 1.95995 |
| Maximum | 2.118 |
| Range | 0.99 |
| Interquartile range (IQR) | 0.17375 |
Descriptive statistics
| Standard deviation | 0.18392595 |
|---|---|
| Coefficient of variation (CV) | 0.11005841 |
| Kurtosis | 3.4426432 |
| Mean | 1.6711667 |
| Median Absolute Deviation (MAD) | 0.098 |
| Skewness | -0.32221785 |
| Sum | 40.108 |
| Variance | 0.033828754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 1.654 | 1 | 4.2% |
| 1.525 | 1 | 4.2% |
| 1.553 | 1 | 4.2% |
| 2.118 | 1 | 4.2% |
| 1.643 | 1 | 4.2% |
| 1.545 | 1 | 4.2% |
| 1.616 | 1 | 4.2% |
| 1.533 | 1 | 4.2% |
| 1.607 | 1 | 4.2% |
| 1.653 | 1 | 4.2% |
| Other values (14) | 14 |
| Value | Count | Frequency (%) |
| 1.128 | 1 | |
| 1.525 | 1 | |
| 1.533 | 1 | |
| 1.545 | 1 | |
| 1.553 | 1 | |
| 1.56 | 1 | |
| 1.595 | 1 | |
| 1.597 | 1 | |
| 1.607 | 1 | |
| 1.616 | 1 |
| Value | Count | Frequency (%) |
| 2.118 | 1 | |
| 1.985 | 1 | |
| 1.818 | 1 | |
| 1.811 | 1 | |
| 1.791 | 1 | |
| 1.778 | 1 | |
| 1.754 | 1 | |
| 1.749 | 1 | |
| 1.712 | 1 | |
| 1.693 | 1 |
| CochesVendidos_2017 | CochesVendidos_2018 | CochesVendidos_2019 | CochesVendidos_2020 | CochesVendidos_2021 | CochesVendidos_2022 | Diesel_2017 | Diesel_2018 | Diesel_2019 | Diesel_2020 | Diesel_2021 | Diesel_2022 | Gasolina_2017 | Gasolina_2018 | Gasolina_2019 | Gasolina_2020 | Gasolina_2021 | Gasolina_2022 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CochesVendidos_2017 | 1.000 | 0.994 | 0.992 | 0.992 | 0.993 | 0.988 | 0.108 | 0.168 | 0.161 | 0.274 | 0.205 | 0.123 | 0.187 | 0.195 | 0.122 | 0.185 | 0.056 | 0.120 |
| CochesVendidos_2018 | 0.994 | 1.000 | 0.998 | 0.996 | 0.997 | 0.994 | 0.086 | 0.146 | 0.143 | 0.267 | 0.183 | 0.105 | 0.168 | 0.175 | 0.101 | 0.163 | 0.030 | 0.096 |
| CochesVendidos_2019 | 0.992 | 0.998 | 1.000 | 0.998 | 0.997 | 0.991 | 0.079 | 0.140 | 0.141 | 0.262 | 0.170 | 0.119 | 0.161 | 0.167 | 0.097 | 0.159 | 0.023 | 0.101 |
| CochesVendidos_2020 | 0.992 | 0.996 | 0.998 | 1.000 | 0.997 | 0.990 | 0.080 | 0.138 | 0.139 | 0.258 | 0.170 | 0.133 | 0.169 | 0.171 | 0.104 | 0.170 | 0.032 | 0.113 |
| CochesVendidos_2021 | 0.993 | 0.997 | 0.997 | 0.997 | 1.000 | 0.997 | 0.078 | 0.137 | 0.132 | 0.247 | 0.170 | 0.114 | 0.169 | 0.173 | 0.103 | 0.164 | 0.030 | 0.103 |
| CochesVendidos_2022 | 0.988 | 0.994 | 0.991 | 0.990 | 0.997 | 1.000 | 0.090 | 0.148 | 0.140 | 0.257 | 0.176 | 0.103 | 0.187 | 0.187 | 0.114 | 0.175 | 0.037 | 0.103 |
| Diesel_2017 | 0.108 | 0.086 | 0.079 | 0.080 | 0.078 | 0.090 | 1.000 | 0.972 | 0.935 | 0.910 | 0.817 | 0.558 | 0.875 | 0.853 | 0.837 | 0.827 | 0.722 | 0.697 |
| Diesel_2018 | 0.168 | 0.146 | 0.140 | 0.138 | 0.137 | 0.148 | 0.972 | 1.000 | 0.963 | 0.892 | 0.830 | 0.601 | 0.842 | 0.857 | 0.840 | 0.823 | 0.720 | 0.723 |
| Diesel_2019 | 0.161 | 0.143 | 0.141 | 0.139 | 0.132 | 0.140 | 0.935 | 0.963 | 1.000 | 0.897 | 0.815 | 0.627 | 0.839 | 0.859 | 0.871 | 0.833 | 0.752 | 0.759 |
| Diesel_2020 | 0.274 | 0.267 | 0.262 | 0.258 | 0.247 | 0.257 | 0.910 | 0.892 | 0.897 | 1.000 | 0.862 | 0.554 | 0.862 | 0.826 | 0.812 | 0.830 | 0.722 | 0.659 |
| Diesel_2021 | 0.205 | 0.183 | 0.170 | 0.170 | 0.170 | 0.176 | 0.817 | 0.830 | 0.815 | 0.862 | 1.000 | 0.650 | 0.847 | 0.843 | 0.864 | 0.836 | 0.866 | 0.721 |
| Diesel_2022 | 0.123 | 0.105 | 0.119 | 0.133 | 0.114 | 0.103 | 0.558 | 0.601 | 0.627 | 0.554 | 0.650 | 1.000 | 0.561 | 0.591 | 0.699 | 0.694 | 0.762 | 0.881 |
| Gasolina_2017 | 0.187 | 0.168 | 0.161 | 0.169 | 0.169 | 0.187 | 0.875 | 0.842 | 0.839 | 0.862 | 0.847 | 0.561 | 1.000 | 0.968 | 0.950 | 0.951 | 0.859 | 0.759 |
| Gasolina_2018 | 0.195 | 0.175 | 0.167 | 0.171 | 0.173 | 0.187 | 0.853 | 0.857 | 0.859 | 0.826 | 0.843 | 0.591 | 0.968 | 1.000 | 0.966 | 0.964 | 0.892 | 0.815 |
| Gasolina_2019 | 0.122 | 0.101 | 0.097 | 0.104 | 0.103 | 0.114 | 0.837 | 0.840 | 0.871 | 0.812 | 0.864 | 0.699 | 0.950 | 0.966 | 1.000 | 0.968 | 0.949 | 0.875 |
| Gasolina_2020 | 0.185 | 0.163 | 0.159 | 0.170 | 0.164 | 0.175 | 0.827 | 0.823 | 0.833 | 0.830 | 0.836 | 0.694 | 0.951 | 0.964 | 0.968 | 1.000 | 0.930 | 0.867 |
| Gasolina_2021 | 0.056 | 0.030 | 0.023 | 0.032 | 0.030 | 0.037 | 0.722 | 0.720 | 0.752 | 0.722 | 0.866 | 0.762 | 0.859 | 0.892 | 0.949 | 0.930 | 1.000 | 0.894 |
| Gasolina_2022 | 0.120 | 0.096 | 0.101 | 0.113 | 0.103 | 0.103 | 0.697 | 0.723 | 0.759 | 0.659 | 0.721 | 0.881 | 0.759 | 0.815 | 0.875 | 0.867 | 0.894 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Country | CochesVendidos_2017 | CochesVendidos_2018 | CochesVendidos_2019 | CochesVendidos_2020 | CochesVendidos_2021 | CochesVendidos_2022 | Gasolina_2017 | Diesel_2017 | Gasolina_2018 | Diesel_2018 | Gasolina_2019 | Diesel_2019 | Gasolina_2020 | Diesel_2020 | Gasolina_2021 | Diesel_2021 | Gasolina_2022 | Diesel_2022 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Austria | 379184 | 370315 | 358175 | 274619 | 286070 | 226794 | 1.194 | 1.146 | 1.212 | 1.219 | 1.228 | 1.199 | 1.072 | 1.043 | 1.398 | 1.389 | 1.454 | 1.654 |
| 1 | Bulgaria | 24223 | 30218 | 31726 | 21667 | 23612 | 27717 | 1.043 | 1.034 | 1.001 | 1.091 | 1.106 | 1.111 | 0.897 | 0.891 | 1.193 | 1.216 | 1.287 | 1.525 |
| 2 | Croatia | 44264 | 58557 | 61707 | 35264 | 44019 | 41451 | 1.271 | 1.207 | 1.258 | 1.277 | 1.341 | 1.331 | 1.215 | 1.186 | 1.486 | 1.478 | 1.331 | 1.595 |
| 3 | Czech Republic | 282540 | 272134 | 262564 | 211684 | 214327 | 196360 | 1.184 | 1.155 | 1.230 | 1.257 | 1.244 | 1.240 | 1.065 | 1.051 | 1.435 | 1.399 | 1.496 | 1.560 |
| 4 | Denmark | 251763 | 244689 | 249249 | 220278 | 204361 | 163065 | 1.534 | 1.294 | 1.503 | 1.338 | 1.629 | 1.389 | 1.458 | 1.235 | 1.764 | 1.536 | 1.824 | 1.811 |
| 5 | Estonia | 24834 | 25581 | 26839 | 18697 | 21860 | 23359 | 1.237 | 1.237 | 1.260 | 1.310 | 1.392 | 1.393 | 1.244 | 1.050 | 1.512 | 1.333 | 1.711 | 1.712 |
| 6 | Finland | 122464 | 125618 | 117691 | 99389 | 100373 | 83420 | 1.435 | 1.328 | 1.484 | 1.469 | 1.532 | 1.432 | 1.419 | 1.296 | 1.794 | 1.651 | 1.851 | 1.985 |
| 7 | France | 2439778 | 2519080 | 2570268 | 1963614 | 1985907 | 1774157 | 1.403 | 1.279 | 1.432 | 1.425 | 1.521 | 1.456 | 1.358 | 1.261 | 1.635 | 1.532 | 1.655 | 1.749 |
| 8 | Germany | 3419716 | 3428367 | 3593854 | 2926093 | 2627208 | 2618944 | 1.355 | 1.180 | 1.425 | 1.299 | 1.371 | 1.254 | 1.281 | 1.112 | 1.659 | 1.518 | 1.747 | 1.818 |
| 9 | Greece | 90447 | 105652 | 116651 | 83795 | 106380 | 108567 | 1.534 | 1.303 | 1.510 | 1.368 | 1.591 | 1.383 | 1.432 | 1.160 | 1.737 | 1.477 | 1.827 | 1.791 |
| Country | CochesVendidos_2017 | CochesVendidos_2018 | CochesVendidos_2019 | CochesVendidos_2020 | CochesVendidos_2021 | CochesVendidos_2022 | Gasolina_2017 | Diesel_2017 | Gasolina_2018 | Diesel_2018 | Gasolina_2019 | Diesel_2019 | Gasolina_2020 | Diesel_2020 | Gasolina_2021 | Diesel_2021 | Gasolina_2022 | Diesel_2022 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | Netherlands | 386442 | 410003 | 415736 | 322283 | 288920 | 279093 | 1.565 | 1.272 | 1.516 | 1.299 | 1.667 | 1.384 | 1.561 | 1.243 | 1.963 | 1.597 | 1.757 | 1.754 |
| 15 | Poland | 472921 | 514889 | 537814 | 412650 | 429918 | 400428 | 1.109 | 1.081 | 1.128 | 1.191 | 1.157 | 1.189 | 1.010 | 1.004 | 1.242 | 1.250 | 1.409 | 1.653 |
| 16 | Portugal | 243360 | 251235 | 245511 | 163364 | 165172 | 169705 | 1.482 | 1.281 | 1.435 | 1.310 | 1.481 | 1.369 | 1.405 | 1.262 | 1.664 | 1.503 | 1.600 | 1.607 |
| 17 | Romania | 146278 | 175992 | 190399 | 138697 | 134775 | 139067 | 1.117 | 1.141 | 1.090 | 1.175 | 1.145 | 1.180 | 0.975 | 0.977 | 1.218 | 1.215 | 1.296 | 1.533 |
| 18 | Slovakia | 100989 | 104407 | 106875 | 80381 | 81309 | 83522 | 1.303 | 1.160 | 1.257 | 1.220 | 1.324 | 1.232 | 1.194 | 1.062 | 1.465 | 1.369 | 1.487 | 1.616 |
| 19 | Slovenia | 70304 | 72013 | 71850 | 52553 | 52978 | 45371 | 1.289 | 1.236 | 1.228 | 1.266 | 1.302 | 1.246 | 1.003 | 1.067 | 1.286 | 1.398 | 1.318 | 1.545 |
| 20 | Spain | 1372519 | 1478681 | 1415709 | 966878 | 967323 | 883701 | 1.235 | 1.138 | 1.212 | 1.164 | 1.303 | 1.221 | 1.185 | 1.069 | 1.476 | 1.344 | 1.565 | 1.643 |
| 21 | Sweden | 346951 | 329629 | 337615 | 262611 | 274811 | 255811 | 1.441 | 1.441 | 1.410 | 1.492 | 1.490 | 1.543 | 1.388 | 1.405 | 1.671 | 1.829 | 1.695 | 2.118 |
| 22 | UK | 2630610 | 2458022 | 2410472 | 1714894 | 1776985 | 1673864 | 1.465 | 1.543 | 1.432 | 1.489 | 1.367 | 1.410 | 1.360 | 1.404 | 1.346 | 1.460 | 1.490 | 1.553 |
| 23 | USA | 16188680 | 16263975 | 15956729 | 13602914 | 14101851 | 12947827 | 0.551 | 0.647 | 0.523 | 0.703 | 0.607 | 0.725 | 0.485 | 0.570 | 0.765 | 0.844 | 0.769 | 1.128 |